Fold 1 - Understanding why coefficient 40897 was selected
Tag: WOMENS SNEAKERS
Selected Coefficient: 40897
Taxonomy Path: 1.8.8
Taxonomy Name: Apparel & Accessories > Shoes > Sneakers
Products with this tag: 5
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 40897 | 1.000000 | 1.8.8 | 8.8.1 (8*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "WOMENS SNEAKERS" tag (processing sequence 2423). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 7560 | Aris Allen Women’s Black Classic Canvas Dance Sneaker | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 7747 | Aris Allen Women’s Red & White Classic Canvas Dance Sneaker | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 7761 | Aris Allen Women’s Grey Corduroy Classic Dance Sneaker | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 7764 | Aris Allen Women’s Red Classic Canvas Dance Sneaker | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 7763 | Aris Allen Women’s White Classic Canvas Dance Sneaker *Limited Sizes* | 0 | US-SIZE-9 | -40897 | none |